David J. Dittman

Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data

Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman et al. · 2015 · 147 citations

Natural Language Processing, Computational Social Science, Classification Method +15

Impact of Feature Selection Techniques for Tweet Sentiment Classification.

Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman · The Florida AI Research Society · 2015 · 54 citations

Engineering, Machine Learning, Feature Selection +16

Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques

David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald et al. · 2010 · 47 citations

Engineering, Genetics, Dna Microarrays +27

An extensive comparison of feature ranking aggregation techniques in bioinformatics

Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman et al. · 2012 · 39 citations

Ranking Algorithm, Engineering, Univariate Feature Rankers +22

The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics Data

David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano · 2015 · 38 citations

Engineering, Machine Learning, Data Science +18